Consumer-based decision aid that explains which to buy: Decision confirmation or overconfidence bias?

► We proposed three types of explanation aid differing in the degree of elaboration. ► They are trace of reasoning (most elaborated), justification and strategic. ► Using a more elaborated explanation aid will increase perceived decision confidence. ► Using a more elaborated explanation aid will decrease decision time. ► Using a more elaborated explanation aid will decrease decision quality.